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Dral's Group AI-enhanced computational chemistry | LOOKING FOR POSTDOCS WITH DIFFERENT EXPERTISE (QM AND ML METHOD DEVELOPMENT, SOLID-STATE MEHOD DEVELOPMENT, APPLICATIONS AND MORE)

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Tag: dynamics

Energy-conserving molecular dynamics is not energy conserving!
Electronic Structure Calculations, Machine Learning in Chemistry, Method Development, News

Energy-conserving molecular dynamics is not energy conserving!

Pavlo Dral Aug 25, 2023 Tagged with dynamics, ML, PCCp, publication

Molecular dynamics simulations are widely used to study molecules and materials and lots of effort is …

Energy-conserving molecular dynamics is not energy conserving! Read more →

Beyond 3D-Machine Learning Interatomic Potentials: Meet 4D-Spacetime Atomistic Artificial Intelligence Models
Machine Learning in Chemistry, Method Development, News

Beyond 3D-Machine Learning Interatomic Potentials: Meet 4D-Spacetime Atomistic Artificial Intelligence Models

Pavlo Dral Aug 24, 2023 Tagged with 4D, dynamics, ML, MLatom, publication

We have introduced a concept of 4D-spacetime atomistic AI models that learn how the molecule changes …

Beyond 3D-Machine Learning Interatomic Potentials: Meet 4D-Spacetime Atomistic Artificial Intelligence Models Read more →

Machine Learning in Chemistry, Method Development, News, Posts

QD3SET-1: A Database with Quantum Dissipative Dynamics Data Sets

Arif Ullah Aug 10, 2023 Tagged with dynamics, Frtontiers in Physics, ML, QD3SET-1, quantum dissipative dynamics

In a recent article published in Frontiers in Physics, we introduce QD3SET-1, a database consisting of …

QD3SET-1: A Database with Quantum Dissipative Dynamics Data Sets Read more →

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